Ravi P.

Key Skills

Software

Other

Google Cloud Vertex AI

OpenCV AI Kit (OAK)

AWS SageMaker

Anno-Mage

Appen

Axiom AI

CrowdSource

Figure Eight

Top Subject Matter

Generative AI

RAG chatbot systems

LLM-based agents

Top Data Types

Text

Image

Video

Top Task Types

Data Collection

Text Generation

Question Answering

Classification

Freelancer Overview

AI Developer — RAG based AI agent for data-driven chatbots (Current). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor's Degree, Career Point University (2025) and Senior Secondary Education, NBE School (2022). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Data Collection, Evaluation, and Rating.

Labeling Experience

AI Developer — RAG based AI agent for data-driven chatbots (Current)

OtherTextData Collection

Developed and contributed to a Retrieval-Augmented Generation (RAG) based AI agent intended for building intelligent, data-driven chatbots. Implemented a plug-and-play chatbot framework that supports injecting knowledge from heterogeneous sources such as documents, URLs, and databases. Focused on enabling context-aware responses by integrating retrieval pipelines with LLM prompting logic. • Built RAG ingestion flows for documents/URLs/database sources. • Designed a modular framework to minimize configuration effort for users. • Worked on embedding/indexing concepts to support context retrieval. • Integrated the agent behavior around prompt engineering for realistic chatbot use.

2025 - Present

Data Science Intern — Brine indentation & forecasting/prediction models

OtherData Collection

Contributed to real-world analytics and prediction model work during an industrial data science internship. Worked on Brine Indentation, iteration rate forecasting, and sulphur price analysis and prediction. The role involved preparing and using datasets within predictive modeling workflows. • Built/assisted with forecasting and price analysis prediction tasks. • Applied data manipulation and analysis practices for modeling. • Supported industrial data-driven decision approaches. • Worked with project datasets end-to-end for predictive outcomes.

2024 - 2024

Subject Matter Expert Data Science Intern — Data science curriculum refinement

OtherText

Served as a Subject Matter Expert for a data science curriculum internship in an edtech setting. Collaborated with cross-functional teams to develop and refine course content and educational material. Conducted research and delivered expert insights intended to improve student learning experiences and outcomes. • Created and refined educational content for data science learning modules. • Conducted research to inform curriculum updates. • Provided expert guidance to improve learning effectiveness. • Assisted in designing data-driven approaches to increase student engagement.

2024 - 2024

Education

Work History